Marcell Nagy
Senior Data Scientist
Madrid, Community of Madrid, Spain
Summary
👤
Senior🎓
Top SchoolMarcell Nagy is a Senior Data Scientist with 7 years of experience and a PhD in network and data science, blending strong mathematical rigour with practical ML engineering across academia and industry. He has led applied research and R&D projects in anomaly detection, LLM-enabled systems (including RAG pipelines and semantic chunking), educational analytics, and medical AI, collaborating with partners like Nokia Bell Labs and Translational Medicine. Marcell has a track record of mentoring junior researchers, building production-facing tools (FastAPI, Streamlit), and contributing to curriculum and institute-level initiatives in health data science. His Fulbright research at Indiana University and work on the Human Reference Atlas highlight a rare intersection of network science and biomedical applications. Based in Madrid and currently at INSUS, he combines interpretability-first modeling with time-series and NLP expertise to turn complex, noisy data into actionable insights.
7 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD, Network science and data science, 100% - summa cum laude, Doctor of Philosophy - PhD, Network science and data science, 100% - summa cum laude at Budapest University of Technology and EconomicsFulbright Visiting Student Researcher, Network Science & Data Science, Fulbright Visiting Student Researcher, Network Science & Data Science at Indiana University Bloomington
Github Skills (25)
shapley10
shap10
gradient-boosting10
pps9
machine-learning9
predictive9
correlation9
deep-learning9
synthetic7
interpretable-machine-learning7
partial6
data-structures6
tsne6
lime6
java6
Programming languages (2)
Github contributions (5)
marcessz/Human-Reference-Atlas
May 2022 - Dec 2024
Contributions:1 PR, 57 pushes, 1 branch in 2 years 7 months
marcessz/Complex-Networks
Apr 2019 - Jan 2023
Supplementary data for Data-driven Analysis of Complex Networks and their Model-generated Counterparts
Contributions:100 commits, 2 PRs, 93 pushes in 3 years 10 months
data-drivensupplementary-datacomplex-networks
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.